Demystifying the Neural Tangent Kernel from a Practical Perspective: Can it be trusted for Neural Architecture Search without training?
Jisoo MokByunggook NaJi-Hoon KimDongyoon HanSungroh YoonPublished in: CoRR (2022)
Keyphrases
- neural architecture
- multi layer perceptron
- neural network
- search algorithm
- feed forward
- multilayer perceptron
- network architecture
- basis functions
- real world
- activation function
- training samples
- kernel methods
- supervised learning
- training set
- learning tasks
- search space
- training phase
- pattern recognition
- training examples
- kernel function
- data fusion
- parallel processing
- dynamic programming
- genetic algorithm